{
 "cells": [
  {
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   "metadata": {},
   "outputs": [
    {
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     "text": [
      "train /samba/HDD/UCF-10/ApplyEyeMakeup/v_ApplyEyeMakeup_g01_c01 0\n",
      "train /samba/HDD/UCF-10/ApplyEyeMakeup/v_ApplyEyeMakeup_g01_c02 0\n",
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      "train /samba/HDD/UCF-10/ApplyLipstick/v_ApplyLipstick_g01_c01 1\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
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      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c07 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c04 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c05 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c06 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c07 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c04 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c05 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c06 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c07 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c04 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c05 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c06 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c07 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c04 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c05 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c06 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c07 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c04 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c05 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c06 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c07 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c04 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c01 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c02 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c03 9\n",
      "train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c04 9\n"
     ]
    }
   ],
   "source": [
    "#此py文件用于生成train.list和test.list，可控制数据集每个类别的样本基数，可控制训练和测试样本的比例\n",
    "#用法示例\n",
    "#create_train_test_list(\"/home/wjj/HDD/HDD/UCF-101/\",\"train.list\",\"test.list\")\n",
    "#其中，0.7是训练样本占总体样本的默认比例，50是默认的总体样本基数，可自行选择\n",
    "import os\n",
    "def create_train_test_list(basepath,train_list,test_list,video_number=200,train_factor=0.7):    #basepath是数据集的路径，inputlist文件名 outputprefix文件名，帧采样间隔\n",
    "    f_train_list = open(train_list,'w')    #打开文件准备写入\n",
    "    f_test_list = open(test_list,'w')    #打开文件准备写入\n",
    "    classlist =  os.listdir(basepath)    #将basepath下的文件遍历并存入classlist\n",
    "    label = 0  \n",
    "    classlist.sort()    #按照类别的首字母排序\n",
    "    for classvar in classlist:    #for数据集下的每个类    \n",
    "        videodir = os.path.join('%s%s' % (basepath,classvar))\n",
    "        if os.path.isdir(videodir) == True:    #判断该条目是否是文件夹\n",
    "            sample_number = 0\n",
    "            videolist = os.listdir(videodir)    #将video条目存入videolist\n",
    "            videolist.sort()\n",
    "            #number_of_samples = len(videolist)\n",
    "            number_of_samples = video_number        #样本基数为自定义数量\n",
    "            train_samples_number = int(train_factor *  number_of_samples)    #控制训练样本的数量\n",
    "            #test_samples_number = int((1 - train_factor) * number_of_samples)    #控制测试样本的数量\n",
    "            #print(train_samples_number,test_samples_number)\n",
    "            videolist.sort()\n",
    "            for videovar in  videolist:    #for每个类下的每个video\n",
    "                clipdir = os.path.join('%s/%s' % (videodir,videovar))\n",
    "                if os.path.isdir(clipdir) == True:\n",
    "                    sample_number += 1\n",
    "                    #print(clipdir)\n",
    "                    if sample_number <= train_samples_number:    #train\n",
    "                        print(\"train\",clipdir,label)\n",
    "                        f_train_list.write('%s %s\\n' % (clipdir,label))\n",
    "                    else :\n",
    "                        #print(\"test\",clipdir,label)\n",
    "                        f_test_list.write('%s %s\\n' % (clipdir,label))\n",
    "                    if sample_number >= number_of_samples:\n",
    "                        break                               \n",
    "            label=label+1\n",
    "    f_test_list.close()        \n",
    "    f_train_list.close()\n",
    "\n",
    "create_train_test_list(\"/samba/HDD/UCF-10/\",\"train_UCF10.list\",\"test_UCF10.list\",100,0.7)\n",
    "#create_train_test_list(\"/home/wjj/HDD/HDD/UCF-101/\",\"train.list\",\"test.list\",[每类总样本数],[训练样本所占比例])"
   ]
  },
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   "execution_count": null,
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   "source": []
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  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
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   "outputs": [],
   "source": []
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